algae |
Algae data |
biochem |
Biochem data |
bisquare |
Tuning parameter the rho loss functions |
bus |
Bus data |
BYlogreg |
Bianco and Yohai estimator for logistic regression |
cov.dcml |
Approximate covariance matrix of the DCML regression estimator. |
covClassic |
Classical Covariance Estimation |
covRob |
Robust multivariate location and scatter estimators |
covRobMM |
MM robust multivariate location and scatter estimator |
covRobRocke |
Rocke's robust multivariate location and scatter estimator |
DCML |
DCML regression estimator |
drop1.lmrobdetMM |
RFPE of submodels of an 'lmrobdetMM' fit |
fastmve |
Minimum Volume Ellipsoid covariance estimator |
flour |
Flour data |
initPP |
Robust multivariate location and scatter estimators |
INVTR2 |
Robust R^2 coefficient of determination |
KurtSDNew |
Robust multivariate location and scatter estimators |
lmrobdet.control |
Tuning parameters for lmrobdetMM and lmrobdetDCML |
lmrobdetDCML |
Robust Distance Constrained Maximum Likelihood estimators for linear regression |
lmrobdetMM |
Robust linear regression estimators |
lmrobdetMM.RFPE |
Robust Final Prediction Error |
lmrobLinTest |
Robust likelihood ratio test for linear hypotheses |
lmrobM |
Robust estimators for linear regression with fixed designs |
lmrobM.control |
Tuning parameters for lmrobM |
locScaleM |
Robust univariate location and scale M-estimators |
logregBY |
Bianco and Yohai estimator for logistic regression |
logregWBY |
Bianco and Yohai estimator for logistic regression |
logregWML |
Weighted likelihood estimator for the logistic model |
mineral |
Mineral data |
MLocDis |
Robust univariate location and scale M-estimators |
MMPY |
MM regression estimator using Pen~a-Yohai candidates |
MMultiSHR |
MM robust multivariate location and scatter estimator |
modopt |
Tuning parameter for a rho function in the modified (asymptotic bias-) optimal family |
mscale |
M-scale estimator |
MultiRobu |
Robust multivariate location and scatter estimators |
neuralgia |
Neuralgia data |
oats |
Oats data |
optimal |
Tuning parameter for a rho function in the (asymptotic bias-) optimal family |
pcaRobS |
Robust principal components |
prcompRob |
Robust Principal Components Cont'd |
refine.sm |
IRWLS iterations for S- or M-estimators |
resex |
Resex data |
rho |
Rho functions |
rhoprime |
The first derivative of the rho function |
rhoprime2 |
The second derivative of the rho function |
rob.linear.test |
Robust likelihood ratio test for linear hypotheses |
RockeMulti |
Rocke's robust multivariate location and scatter estimator |
scaleM |
M-scale estimator |
ShinyUI |
Open the Shiny interface for the package |
shock |
Shock data |
skin |
Skin data |
SMPCA |
Robust principal components |
SMPY |
SM regression estimator using Pen~a-Yohai candidates |
step.lmrobdetMM |
Robust stepwise using RFPE |
vehicle |
Vehicle data |
WBYlogreg |
Bianco and Yohai estimator for logistic regression |
wine |
Wine data |
WMLlogreg |
Weighted likelihood estimator for the logistic model |